AIMC Topic: Workload

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Realizing 5G- and AI-based doctor-to-doctor remote diagnosis: opportunities, challenges, and prospects.

Bioscience trends Oct 25, 2020
Fifth Generation (5G) mobile communications technology became available in Japan as of the end of March 2020. The Ministry of Internal Affairs and Communications (MIC) is proceeding with a plan to use 5G for a doctor-to-doctor remote diagnosis system...
Health Information Exchange Cell Phone Deep Learning Ultrasonography Workload Referral and Consultation Early Diagnosis Japan Telemedicine Humans Endoscopy
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Detecting and Responding to Information Overload With an Adaptive User Interface.

Human factors Oct 15, 2020
OBJECTIVE: The objective of this study was to develop and evaluate an adaptive user interface that could detect states of operator information overload and calibrate the amount of information on the screen.
User-Computer Interface Workload Attention Task Performance and Analysis Humans Machine Learning
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An Investigation of Speech Features, Plant System Alarms, and Operator-System Interaction for the Classification of Operator Cognitive Workload During Dynamic Work.

Human factors Oct 15, 2020
OBJECTIVE: To investigate speech features, human-machine alarms, and operator-system interaction for the estimation of cognitive workload in full-scale realistic simulated scenarios.
Machine Learning Algorithms Speech Cognition Humans Workload
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Sensor-based indicators of performance changes between sessions during robotic surgery training.

Applied ergonomics Sep 19, 2020
Training of surgeons is essential for safe and effective use of robotic surgery, yet current assessment tools for learning progression are limited. The objective of this study was to measure changes in trainees' cognitive and behavioral states as the...
Humans Surgeons Clinical Competence Curriculum Simulation Training Robotics Robotic Surgical Procedures Workload
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Computational Cytology: Lessons Learned from Pap Test Computer-Assisted Screening.

Acta cytologica Jul 21, 2020
BACKGROUND: In the face of rapid technological advances in computational cytology including artificial intelligence (AI), optimization of its application to clinical practice would benefit from reflection on the lessons learned from the decades-long ...
Workload Workflow Diffusion of Innovation Image Interpretation, Computer-Assisted Papanicolaou Test Vaginal Smears Early Detection of Cancer Predictive Value of Tests Reproducibility of Results Uterine Cervical Neoplasms Diagnosis, Computer-Assisted Automation, Laboratory Female Humans Artificial Intelligence
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Evaluation of mental workload during automobile driving using one-class support vector machine with eye movement data.

Applied ergonomics Jul 6, 2020
The aim of this study is to investigate the usefulness of the anomaly detection method by one-class support vector machine (OCSVM) for the evaluation of mental workload (MWL) during automobile driving. Twelve students (six males and six females) part...
Time Factors Support Vector Machine Decision Making Workload Young Adult Male Eye Movements Blinking Automobile Driving Head Task Performance and Analysis Computer Simulation Female Humans
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Measurement and identification of mental workload during simulated computer tasks with multimodal methods and machine learning.

Ergonomics May 7, 2020
This study attempted to multimodally measure mental workload and validate indicators for estimating mental workload. A simulated computer work composed of mental arithmetic tasks with different levels of difficulty was designed and used in the experi...
Humans Heart Rate Machine Learning Task Performance and Analysis Galvanic Skin Response Computer Simulation Surveys and Questionnaires Electromyography Young Adult Electroencephalography Workload Male
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Artificial Intelligence (AI) applications for COVID-19 pandemic.

Diabetes & metabolic syndrome Apr 14, 2020
BACKGROUND AND AIMS: Healthcare delivery requires the support of new technologies like Artificial Intelligence (AI), Internet of Things (IoT), Big Data and Machine Learning to fight and look ahead against the new diseases. We aim to review the role o...
PubMed Humans SARS-CoV-2 COVID-19 Coronavirus Infections Artificial Intelligence COVID-19 Vaccines Betacoronavirus Viral Vaccines Health Personnel COVID-19 Drug Treatment Pandemics Workload Delivery of Health Care Pneumonia, Viral
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Integrating autonomously navigating assistance systems into the clinic: guiding principles and the ANTS-OR approach.

International journal of computer assisted radiology and surgery Apr 2, 2020
PURPOSE: Autonomously self-navigating clinical assistance systems (ASCAS) seem highly promising for improving clinical workflows. There is great potential for easing staff workload and improving overall efficiency by reducing monotonous and physicall...
Workload Planning Techniques Workflow Operating Rooms Humans Health Services Needs and Demand Algorithms Personnel Staffing and Scheduling Task Performance and Analysis Computer Simulation Personnel Staffing and Scheduling Information Systems Robotics
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Table Cleaning Task by Human Support Robot Using Deep Learning Technique.

Sensors (Basel, Switzerland) Mar 18, 2020
This work presents a table cleaning and inspection method using a Human Support Robot (HSR) which can operate in a typical food court setting. The HSR is able to perform a cleanliness inspection and also clean the food litter on the table by implemen...
Limit of Detection Deep Learning Interior Design and Furnishings Sanitation Workload Humans Image Processing, Computer-Assisted Self-Help Devices Food Robotics Neural Networks, Computer Algorithms
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